Explore a 31-minute conference talk from EuroPython 2023 that delves into the development of afetharita.com, a crucial platform created in response to the devastating earthquakes in Turkey. Learn how machine learning and open-source Python tools were utilized to extract, process, and publicize vital data from social media posts by survivors and their relatives seeking help. Gain insights into the pipeline and process behind this time-sensitive application, which played a significant role in coordinating rescue efforts and providing critical information during the disaster response.